Most recently, diffusion-based methods have demonstrated strong performance in generating motions conditioned on text [1]}, [2]}, [3]}.
While the tasks of text-to-motion and music-conditioned dance generation share high-level similarities, the dance generation task suffers more challenging computational scaling (see par:longform) and, due to its specialized nature, much lower data availability.
